Early Detection of Acute Kidney Injury with Bayesian Networks. - Harry Freitas Da Cruz; Bastien Grasnick; Henriette Dinger; Frank Bier; Christoph Meinel (SMBM, 2016)

HPI-DHC at TREC 2018 Precision Medicine Track. - Michel Oleynik; Erik Faessler; Ariane Morassi Sasso; Arpita Kappattanavar; Benjamin Bergner; Harry Freitas Da Cruz; Jan-Philipp Sachs; Suparno Datta; Erwin P. Böttinger (TREC, 2018)

External Validation of a "Black-Box" Clinical Predictive Model in Nephrology: Can Interpretability Methods Help Illuminate Performance Differences? - Harry Freitas Da Cruz; Boris Pfahringer; Frederic Schneider; Alexander Meyer; Matthieu-P. Schapranow (AIME, 2019)

MORPHER - A Platform to Support Modeling of Outcome and Risk Prediction in Health Research. - Harry Freitas Da Cruz; Benjamin Bergner; Orhan Konak; Frederic Schneider; Philipp Bode; Conrad Lempert; Matthieu-P. Schapranow (BIBE, 2019)

A Machine Learning Approach for Non-Invasive Diagnosis of Metabolic Syndrome. - Suparno Datta; Anne Schraplau; Harry Freitas Da Cruz; Jan-Philipp Sachs; Frank Mayer; Erwin P. Böttinger (BIBE, 2019)

Prediction of Acute Kidney Injury in Cardiac Surgery Patients: Interpretation using Local Interpretable Model-agnostic Explanations. - Harry Freitas Da Cruz; Frederic Schneider; Matthieu-P. Schapranow (HEALTHINF, 2019)

An Information and Communication Platform Supporting Analytics for Elderly Care. - Orhan Konak; Harry Freitas Da Cruz; Marvin Thiele; David Golla; Matthieu-P. Schapranow (ICT4AWE, 2019)

Position Matters: Sensor Placement for Sitting Posture Classification. - Arpita Mallikarjuna Kappattanavar; Harry Freitas Da Cruz; Bert Arnrich; Erwin P. Böttinger (ICHI, 2020)

Using interpretability approaches to update "black-box" clinical prediction models: an external validation study in nephrology. - Harry Freitas Da Cruz; Boris Pfahringer; Tom Martensen; Frederic Schneider; Alexander Meyer; Erwin P. Böttinger; Matthieu-P. Schapranow (Artif. Intell. Medicine, 2021)

Standardizing clinical predictive modeling (Standardisierung der klinischen Vorhersagemodellierung) - Harry Freitas Da Cruz (2021)